Generated: 2026-07-25 12:53:09 UTC
Profile version id: 2344
First translation using this version: 2026-07-15
Total usable AI runs for this version: 100 runs across 100 lemmas
Created: 2026-07-15 13:49:25.227272+10:00
Active: True
Notes: Model timeline evaluation: GPT-5 using prompt text from gpt-5.5 v2; approved-human-only for the 100-row Kappa corpus.
| Formula | AI words = intercept + slope * human words |
|---|---|
| Slope | 0.821 |
| Intercept | 4.469 |
| R^2 | 0.968 |
| P-value | 2.60e-75 |
| Pearson r | 0.984 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.160 |
| Mean AI words | 40.740 |
| Mean absolute length residual | 3.641 |
| Mean absolute percent error | 8.0% |
These plots test whether score changes with source passage length for this prompt version. The dashed line is an ordinary least-squares fit; the annotation reports n, r, R^2, p-value, and slope.
| Metric | Rows | Pattern | Pearson r | R^2 | P-value | Slope | Status |
|---|---|---|---|---|---|---|---|
| BLEU-4 | 100 | significant negative | -0.414 | 0.171 | 1.88e-05 | -0.00265 | ok |
| chrF++ | 100 | significant negative | -0.458 | 0.210 | 1.62e-06 | -0.00180 | ok |
| METEOR | 100 | significant negative | -0.472 | 0.223 | 7.23e-07 | -0.00223 | ok |
| ROUGE-L | 100 | significant negative | -0.422 | 0.178 | 1.22e-05 | -0.00168 | ok |
| BERTScore | 0 | not enough data | N/A | N/A | N/A | N/A | needs at least two rows with metric scores |
| COMET | 0 | not enough data | N/A | N/A | N/A | N/A | needs at least two rows with metric scores |
| BLEURT | 0 | not enough data | N/A | N/A | N/A | N/A | needs at least two rows with metric scores |
| Trigram precision | 100 | significant negative | -0.294 | 0.087 | 0.0030 | -0.00214 | ok |
| Trigram recall | 100 | significant negative | -0.330 | 0.109 | 0.0008 | -0.00241 | ok |
| Trigram F1 | 100 | significant negative | -0.315 | 0.099 | 0.0014 | -0.00229 | ok |
| Trigram Jaccard | 100 | significant negative | -0.312 | 0.098 | 0.0016 | -0.00220 | ok |
| Mean BLEU-4 | 47.7% |
|---|---|
| Mean chrF++ | 70.0% |
| Mean METEOR | 74.5% |
| Mean ROUGE-L | 76.2% |
| Mean BERTScore | N/A |
| Mean COMET | N/A |
| Mean BLEURT | N/A |
| Legacy smoothed corpus BLEU | 44.6% |
| Unigram F1 | 77.3% |
| Bigram F1 | 52.9% |
| Trigram precision | 40.4% |
| Trigram recall | 37.2% |
| Trigram F1 | 38.7% |
| Trigram Jaccard | 24.0% |
| 4-gram F1 | 29.4% |
| Lemma ID | Headword | Human words | AI words | Residual | BLEU-4 | chrF++ | METEOR | ROUGE-L | BERTScore | COMET | BLEURT | Human | Run | Model |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2484 | Καρία | 270 | 189 | -37.236 | 27.0% | 51.6% | 47.4% | 61.4% | N/A | N/A | N/A | reviewed/approved | 11781 | gpt-5-2025-08-07 |
| 2603 | Κάρυστος | 175 | 169 | 20.793 | 37.5% | 63.7% | 64.1% | 68.6% | N/A | N/A | N/A | reviewed/approved | 11793 | gpt-5-2025-08-07 |
| 2609 | Κάσπειρος | 135 | 127 | 11.647 | 42.8% | 66.0% | 68.5% | 66.4% | N/A | N/A | N/A | reviewed/approved | 11805 | gpt-5-2025-08-07 |
| 2604 | Καρχηδών | 117 | 112 | 11.432 | 32.3% | 61.4% | 62.5% | 66.7% | N/A | N/A | N/A | reviewed/approved | 11796 | gpt-5-2025-08-07 |
| 2465 | Κάνωπος | 83 | 83 | 10.358 | 39.0% | 65.4% | 82.0% | 78.3% | N/A | N/A | N/A | reviewed/approved | 11769 | gpt-5-2025-08-07 |
| 2056 | Καβειρία | 112 | 87 | -9.461 | 28.3% | 63.0% | 52.4% | 62.3% | N/A | N/A | N/A | reviewed/approved | 11640 | gpt-5-2025-08-07 |
| 7254 | Κύτα | 84 | 82 | 8.537 | 45.1% | 66.0% | 64.8% | 72.3% | N/A | N/A | N/A | reviewed/approved | 11892 | gpt-5-2025-08-07 |
| 2605 | Κάσιον | 56 | 59 | 8.535 | 42.1% | 68.1% | 73.9% | 69.6% | N/A | N/A | N/A | reviewed/approved | 11799 | gpt-5-2025-08-07 |
| 2470 | Καππαδοκία | 68 | 68 | 7.679 | 28.7% | 61.1% | 77.1% | 76.5% | N/A | N/A | N/A | reviewed/approved | 11775 | gpt-5-2025-08-07 |
| 7266 | Κώμη | 79 | 77 | 7.644 | 20.4% | 48.6% | 48.6% | 48.7% | N/A | N/A | N/A | reviewed/approved | 11928 | gpt-5-2025-08-07 |
| 2079 | Καισάρεια | 39 | 29 | -7.502 | 29.1% | 51.4% | 55.2% | 64.7% | N/A | N/A | N/A | reviewed/approved | 11679 | gpt-5-2025-08-07 |
| 2083 | Καλαμένθη | 24 | 17 | -7.181 | 32.1% | 54.9% | 49.1% | 63.4% | N/A | N/A | N/A | reviewed/approved | 11691 | gpt-5-2025-08-07 |
| 2330 | Καλύβη | 24 | 17 | -7.181 | 38.6% | 58.3% | 57.5% | 68.3% | N/A | N/A | N/A | reviewed/approved | 11739 | gpt-5-2025-08-07 |
| 2119 | Κάλλατις | 65 | 65 | 7.143 | 48.0% | 69.0% | 73.2% | 70.8% | N/A | N/A | N/A | reviewed/approved | 11721 | gpt-5-2025-08-07 |
| 2342 | Κάμιρος | 54 | 55 | 6.178 | 55.5% | 74.7% | 79.7% | 80.7% | N/A | N/A | N/A | reviewed/approved | 11757 | gpt-5-2025-08-07 |
| 2599 | Καρπήσιοι | 11 | 8 | -5.504 | 32.2% | 65.5% | 55.0% | 63.2% | N/A | N/A | N/A | reviewed/approved | 11787 | gpt-5-2025-08-07 |
| 7255 | Κυτέριον | 22 | 28 | 5.461 | 46.7% | 74.2% | 64.6% | 72.0% | N/A | N/A | N/A | reviewed/approved | 11895 | gpt-5-2025-08-07 |
| 7260 | Κυχρεῖος πάγος | 61 | 60 | 5.428 | 42.6% | 65.5% | 72.7% | 67.8% | N/A | N/A | N/A | reviewed/approved | 11910 | gpt-5-2025-08-07 |
| 2116 | Κάληρος | 40 | 32 | -5.323 | 20.4% | 51.9% | 55.1% | 58.3% | N/A | N/A | N/A | reviewed/approved | 11712 | gpt-5-2025-08-07 |
| 2346 | Κάναι | 77 | 73 | 5.286 | 58.3% | 74.8% | 85.7% | 86.7% | N/A | N/A | N/A | reviewed/approved | 11763 | gpt-5-2025-08-07 |
| 2328 | Καλλίπολις | 43 | 45 | 5.213 | 50.0% | 68.7% | 73.8% | 68.2% | N/A | N/A | N/A | reviewed/approved | 11733 | gpt-5-2025-08-07 |
| 3288 | Κορώνεια | 110 | 100 | 5.182 | 32.1% | 62.8% | 62.3% | 71.1% | N/A | N/A | N/A | reviewed/approved | 11844 | gpt-5-2025-08-07 |
| 7259 | Κύφος | 54 | 54 | 5.178 | 42.5% | 69.1% | 77.1% | 70.4% | N/A | N/A | N/A | reviewed/approved | 11907 | gpt-5-2025-08-07 |
| 2114 | Κάλβιος | 18 | 15 | -4.253 | 30.9% | 58.2% | 65.3% | 66.7% | N/A | N/A | N/A | reviewed/approved | 11706 | gpt-5-2025-08-07 |
| 2628 | Καταονία | 24 | 20 | -4.181 | 42.8% | 65.4% | 61.5% | 68.2% | N/A | N/A | N/A | reviewed/approved | 11835 | gpt-5-2025-08-07 |
| 2054 | Καβαλίς | 65 | 62 | 4.143 | 61.7% | 75.0% | 75.8% | 85.0% | N/A | N/A | N/A | reviewed/approved | 11634 | gpt-5-2025-08-07 |
| 2059 | Καδμεία | 20 | 25 | 4.104 | 38.1% | 70.5% | 71.7% | 75.6% | N/A | N/A | N/A | reviewed/approved | 11649 | gpt-5-2025-08-07 |
| 2622 | Καστωλοῦ πεδίον | 42 | 43 | 4.034 | 44.2% | 68.9% | 82.2% | 77.6% | N/A | N/A | N/A | reviewed/approved | 11814 | gpt-5-2025-08-07 |
| 7246 | Κύρις | 20 | 17 | -3.896 | 67.0% | 80.8% | 85.2% | 86.5% | N/A | N/A | N/A | reviewed/approved | 11868 | gpt-5-2025-08-07 |
| 3496 | Κοτιάειον | 71 | 59 | -3.785 | 29.1% | 51.1% | 55.8% | 58.5% | N/A | N/A | N/A | reviewed/approved | 11847 | gpt-5-2025-08-07 |
Positive signed-residual terms are associated with AI translations longer than expected from the human length; negative signed-residual terms are associated with shorter AI translations. Absolute-residual models identify terms associated with larger AI-human length divergence.
Features: 176; ridge alpha: 2.894; cross-validated R^2: -0.121.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| οι | 2.7018 | 11 | 5.822 | -0.720 |
| απο | 2.4809 | 27 | 2.550 | -0.943 |
| και | 2.4596 | 66 | 0.750 | -1.457 |
| τε | 2.3690 | 5 | 6.079 | -0.320 |
| ου | 2.1563 | 14 | 4.065 | -0.662 |
| και το | 2.1039 | 9 | 5.853 | -0.579 |
| αφ ου | 1.6411 | 5 | 5.510 | -0.290 |
| εκληθη | 1.5976 | 4 | 9.698 | -0.404 |
| ος | 1.5555 | 6 | 4.579 | -0.292 |
| εν τη | 1.5423 | 7 | 4.560 | -0.343 |
| εν | 1.4800 | 37 | 1.797 | -1.055 |
| αφ | 1.4627 | 6 | 5.275 | -0.337 |
| τον | 1.3484 | 10 | 3.022 | -0.336 |
| τη | 1.3158 | 15 | 1.684 | -0.297 |
| εστι δε και | 1.2297 | 3 | 6.275 | -0.194 |
| υπο | 1.2114 | 4 | 6.322 | -0.263 |
| εκληθη δε | 1.2084 | 3 | 11.121 | -0.344 |
| δυο | 1.1875 | 4 | 5.241 | -0.218 |
| πολιτης | 1.1500 | 18 | 3.065 | -0.673 |
| απο του | 1.1069 | 9 | 4.064 | -0.402 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| δια | -1.8963 | 16 | 0.483 | -0.092 |
| εθνος | -1.8876 | 8 | -6.330 | 0.550 |
| το | -1.6691 | 70 | 0.305 | -0.711 |
| περι | -1.6336 | 11 | -3.081 | 0.381 |
| οικητωρ | -1.4018 | 6 | -6.244 | 0.399 |
| το θηλυκον | -1.3981 | 6 | -5.272 | 0.336 |
| τω περι | -1.3167 | 4 | -8.034 | 0.335 |
| εν τω περι | -1.3167 | 4 | -8.034 | 0.335 |
| θρακης | -1.2479 | 5 | -3.045 | 0.160 |
| καππαδοκιας | -1.1087 | 3 | -3.227 | 0.100 |
| ηρωδιανος | -1.0859 | 3 | -13.804 | 0.427 |
| το εθνικον | -1.0355 | 56 | -0.423 | 0.539 |
| εθνικον | -1.0355 | 56 | -0.423 | 0.539 |
| πολις θρακης | -0.9398 | 4 | -2.869 | 0.120 |
| τινες | -0.9343 | 6 | -2.454 | 0.157 |
| εστι και | -0.9332 | 20 | 0.581 | -0.145 |
| ως ελλανικος | -0.9250 | 3 | -12.257 | 0.379 |
| κατα | -0.9173 | 10 | -1.710 | 0.190 |
| φησιν | -0.9158 | 10 | -2.484 | 0.276 |
| προς τη | -0.9143 | 4 | -2.387 | 0.099 |
Features: 176; ridge alpha: 5.878; cross-validated R^2: -0.238.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| και | 1.6063 | 66 | 4.249 | 2.460 |
| δια | 1.4054 | 16 | 7.518 | 2.903 |
| την | 1.2685 | 13 | 8.489 | 2.917 |
| τη | 1.2578 | 15 | 8.174 | 2.841 |
| απο | 1.2266 | 27 | 6.697 | 2.511 |
| απο της | 1.0983 | 6 | 13.553 | 3.008 |
| δε | 1.0800 | 46 | 4.835 | 2.624 |
| γαρ | 1.0665 | 9 | 10.452 | 2.967 |
| εστι | 1.0203 | 24 | 5.850 | 2.944 |
| εκαλειτο δε | 0.9781 | 3 | 23.154 | 3.038 |
| αφ | 0.8555 | 6 | 8.429 | 3.335 |
| τω | 0.8501 | 16 | 6.468 | 3.103 |
| εκαλειτο δε και | 0.8396 | 3 | 23.154 | 3.038 |
| αφ ου | 0.8041 | 5 | 9.294 | 3.344 |
| εν | 0.7937 | 37 | 4.804 | 2.958 |
| περι | 0.7892 | 11 | 6.736 | 3.259 |
| δε και | 0.7822 | 8 | 11.294 | 2.976 |
| εις | 0.7644 | 7 | 11.795 | 3.027 |
| θηλυκον | 0.7392 | 12 | 9.267 | 2.874 |
| λεγεται και | 0.7179 | 8 | 11.450 | 2.962 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το εθνικον | -0.6176 | 56 | 3.848 | 3.378 |
| εθνικον | -0.6176 | 56 | 3.848 | 3.378 |
| τον | -0.4915 | 10 | 3.658 | 3.639 |
| δευτερω | -0.4904 | 3 | 1.299 | 3.714 |
| νησος | -0.4714 | 9 | 2.703 | 3.734 |
| πολις | -0.4472 | 68 | 3.915 | 3.059 |
| πλησιον | -0.4459 | 8 | 2.577 | 3.734 |
| πολιτης | -0.4231 | 18 | 3.860 | 3.593 |
| του δε | -0.4063 | 3 | 1.321 | 3.713 |
| τους | -0.3926 | 4 | 2.383 | 3.694 |
| προς τη | -0.3873 | 4 | 2.671 | 3.682 |
| μια | -0.3813 | 3 | 1.714 | 3.701 |
| ειναι | -0.3483 | 8 | 2.656 | 3.727 |
| ουδετερως | -0.3408 | 3 | 0.764 | 3.730 |
| ην | -0.3347 | 13 | 3.176 | 3.711 |
| προς | -0.3095 | 15 | 4.140 | 3.553 |
| εκ | -0.3055 | 6 | 3.137 | 3.673 |
| πολυβιος | -0.3024 | 5 | 1.715 | 3.742 |
| πορρω | -0.2913 | 3 | 1.205 | 3.716 |
| ου πορρω | -0.2913 | 3 | 1.205 | 3.716 |
Features: 272; ridge alpha: 11.938; cross-validated R^2: -0.329.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| and | 0.7877 | 56 | 4.549 | 2.486 |
| the | 0.7607 | 92 | 3.685 | 3.133 |
| also | 0.7262 | 40 | 5.077 | 2.684 |
| with | 0.6846 | 16 | 6.842 | 3.031 |
| there | 0.6224 | 33 | 5.690 | 2.632 |
| by | 0.5733 | 14 | 7.848 | 2.956 |
| was | 0.5408 | 18 | 6.789 | 2.950 |
| on | 0.5212 | 16 | 6.151 | 3.163 |
| says with | 0.5076 | 3 | 13.494 | 3.336 |
| was called | 0.4386 | 5 | 12.285 | 3.186 |
| and the | 0.4327 | 16 | 7.824 | 2.844 |
| for | 0.4222 | 14 | 8.283 | 2.885 |
| when | 0.4154 | 4 | 16.544 | 3.103 |
| is also | 0.4020 | 26 | 5.187 | 3.098 |
| there is | 0.3968 | 23 | 5.740 | 3.014 |
| there is also | 0.3944 | 22 | 5.910 | 3.001 |
| his on | 0.3832 | 3 | 14.924 | 3.292 |
| usage | 0.3817 | 3 | 15.698 | 3.268 |
| is | 0.3748 | 89 | 3.621 | 3.805 |
| zeus | 0.3611 | 4 | 17.963 | 3.044 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym | -0.3059 | 59 | 3.757 | 3.475 |
| ethnonym | -0.3059 | 59 | 3.757 | 3.475 |
| the ethnonym is | -0.2825 | 56 | 3.849 | 3.376 |
| ethnonym is | -0.2825 | 56 | 3.849 | 3.376 |
| an | -0.2310 | 23 | 3.129 | 3.794 |
| a city | -0.2216 | 65 | 3.986 | 3.001 |
| city of | -0.2172 | 47 | 3.261 | 3.978 |
| a city of | -0.2172 | 47 | 3.261 | 3.978 |
| in book | -0.2166 | 17 | 4.247 | 3.517 |
| book | -0.1917 | 39 | 4.051 | 3.379 |
| an island | -0.1881 | 10 | 2.715 | 3.744 |
| one | -0.1770 | 7 | 2.322 | 3.740 |
| city | -0.1701 | 68 | 3.915 | 3.059 |
| in book of | -0.1689 | 16 | 4.423 | 3.492 |
| book says | -0.1658 | 3 | 0.310 | 3.744 |
| according to | -0.1523 | 5 | 2.299 | 3.712 |
| according | -0.1523 | 5 | 2.299 | 3.712 |
| neuter | -0.1509 | 4 | 1.180 | 3.744 |
| as in | -0.1466 | 34 | 3.730 | 3.595 |
| book of his | -0.1429 | 15 | 4.677 | 3.458 |
Features: 336; ridge alpha: 5.878; cross-validated R^2: -0.222.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 1.5310 | 90 | 3.745 | 2.703 |
| for | 1.1724 | 11 | 9.409 | 2.928 |
| also | 1.1500 | 43 | 5.013 | 2.606 |
| is with | 1.0692 | 4 | 13.685 | 3.223 |
| there | 1.0171 | 34 | 5.429 | 2.720 |
| with | 0.9140 | 16 | 6.612 | 3.075 |
| is also | 0.8595 | 31 | 5.654 | 2.737 |
| is | 0.7776 | 87 | 3.705 | 3.215 |
| usage | 0.7640 | 4 | 11.692 | 3.306 |
| when | 0.7617 | 7 | 10.188 | 3.148 |
| there is | 0.7525 | 24 | 5.730 | 2.982 |
| and | 0.7250 | 52 | 4.676 | 2.520 |
| to | 0.7175 | 31 | 5.374 | 2.863 |
| used to be | 0.6939 | 6 | 13.250 | 3.028 |
| feminine is | 0.6903 | 12 | 9.741 | 2.809 |
| with the | 0.6893 | 5 | 11.005 | 3.254 |
| according | 0.6875 | 5 | 12.685 | 3.165 |
| according to | 0.6875 | 5 | 12.685 | 3.165 |
| after | 0.6724 | 22 | 6.570 | 2.815 |
| named | 0.6704 | 5 | 9.023 | 3.358 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| as in | -0.6932 | 29 | 3.641 | 3.641 |
| the ethnonym is | -0.5890 | 52 | 3.468 | 3.828 |
| ethnonym is | -0.5890 | 52 | 3.468 | 3.828 |
| ethnonym | -0.4707 | 57 | 3.837 | 3.382 |
| the ethnonym | -0.4559 | 56 | 3.869 | 3.351 |
| a city | -0.4533 | 64 | 3.911 | 3.161 |
| a | -0.4240 | 91 | 3.714 | 2.903 |
| in book | -0.3924 | 16 | 4.320 | 3.512 |
| in book of | -0.3780 | 14 | 2.255 | 3.867 |
| one of | -0.3491 | 5 | 1.472 | 3.755 |
| near | -0.3327 | 16 | 4.084 | 3.557 |
| a city in | -0.3309 | 40 | 3.972 | 3.420 |
| territory | -0.3229 | 5 | 1.945 | 3.730 |
| one of the | -0.3126 | 4 | 1.411 | 3.734 |
| book | -0.3111 | 39 | 4.051 | 3.379 |
| island | -0.2929 | 14 | 3.139 | 3.723 |
| is a | -0.2881 | 31 | 5.075 | 2.997 |
| of his | -0.2871 | 18 | 4.146 | 3.530 |
| city in | -0.2759 | 41 | 4.084 | 3.334 |
| was from | -0.2699 | 4 | 1.652 | 3.724 |
You are an expert classical philologist and translator specialising in Stephanos of Byzantium's Ethnika.
Goal
- Produce a clear, scholarly English translation in the established reviewed house style.
Output rules (required)
- Respond ONLY by calling the submit_translation tool with a single string field: {"translation": "..."}.
- The translation text must contain only the translation (no analysis, no commentary, no multiple options).
A) Formatting + spelling
- Use Australasian spelling and punctuation conventions.
- Preserve paragraphing/line-breaks of the Greek source:
- Do not introduce new paragraphs unless the Greek has them.
- If the Greek includes a poetic quotation with line breaks, format the English quotation with the same line breaks.
- Use single quotes for quoted forms/snippets: '...'. Avoid double quotes.
- Use *italics* (asterisks) for titles of ancient works: e.g., *Cypriaka*.
B) Opening / structure
- Begin with the headword transliterated into Latin letters (no Greek diacritics), then a short definition.
- Typically: Headword: ...
- Appositive openings like 'Karia, the country.' are acceptable when the entry is of that type.
- Keep enumerations of homonymous places as inline numbered items like (2) ... (3) ..., matching the Greek's structure.
C) Transliteration + naming
- Do NOT use macrons/acute accents in transliteration: Karystos (not Kárystos), Kaspeiros (not Káspeiros).
- Prefer Greek-form transliteration with kappa = k; avoid Latinised exonyms when Stephanos is discussing the Greek form:
- Kapetolion (not Capitolium)
- Karchedon (not Carthage)
- Chalkedon (not Chalcedon)
- Use conventional English names for major places/regions when standard (Rome, Cyprus, Egypt, Syria, India).
- Translate Πόντος as 'the Black Sea' when it is clearly the sea/region reference.
D) Citations (authors/works/books)
- Convert Greek book numerals to Arabic digits.
- Keep citations compact, mirroring the source's incompleteness:
- Author + work title: 'Hellanikos in his *Cypriaka*'
- Author + book: 'Strabo, book 12: ...' / 'Herodotus, book 3.'
- Author + work + book: 'Dionysios in book 3 of his *Bassarika*: ...'
- Ignore modern/editorial locator codes and apparatus-like add-ons:
- omit RE/SH numbers, (GG ...), (FGrHist ...), chapter/section locators like (12.8.12), [C 576.21], Il. 2.676, etc.
- keep only the author/work/book level that Stephanos is using.
E) Fixed formulae (be consistent)
- τὸ ἐθνικόν X -> 'The ethnonym is 'X'.'
- ὁ πολίτης X -> 'A citizen is a 'X'.'
- τὸ θηλυκόν / καὶ θηλυκόν X -> 'In the feminine 'X'.'
- Keep (as needed): 'The possessive is '...'.' / 'An inhabitant is a '...'.' / 'A deme-member is a '...'.'
- For τὰ τοπικά (place-adverb forms), use 'The locatives are ...' and list forms in single quotes.
F) Philological/orthographic discussion
- When the entry discusses spelling/letters/diphthongs, preserve Greek letters in Greek script (e.g., ι, ει, οι).
- Prefer transliteration (not full Greek script) for cited alternative spellings unless the point requires showing a specific Greek letter/feature.
G) Comparisons / derivational analogies (ὡς + X)
- For ὡς + X where X is an etymologically related noun in the nominative, use this fixed English pattern:
- (as in 'X')
- Keep it exactly: parentheses + single quotes (no 'like X', no bare 'as X').
H) ἀφ' οὗ
- If it has a masculine antecedent referring to a person (typically the eponym) in a naming context (implicit/explicit καλεῖται/ἐκαλεῖτο/κέκληται), translate as 'after whom' (i.e., 'named after whom').
- If it has an identifiable explicit neuter antecedent, translate as 'from which'.
- If it has a dropped neuter antecedent and functions adverbially, handle cautiously:
- often 'hence' / 'thence'
- in Stephanos' idiosyncratic 'example-marker' usage, 'as per' can be acceptable when it clearly introduces an ethnonym/person-as-example.
I) Morphology scaffolding (only when needed)
- If Stephanos is citing an author specifically to indicate grammatical case/gender/number, and that feature would otherwise be unclear in English, add brief tags after the relevant form:
- case: (nom.), (acc.), (gen.), (dat.), (voc.)
- gender: (m.), (f.), (n.)
- number: (sing.), (pl.)
J) Fidelity + restraint
- Translate directly; do not add background explanation or modern bibliography.
- Avoid gratuitous adversatives ('however') for δέ when it is merely continuative.
- Do not add glosses like (synoikia), (kalathos) unless Stephanos explicitly defines a term.
- Preserve uncertainty when the Greek is uncertain/corrupt; do not invent.
Now translate the provided entry accordingly, and submit it via submit_translation.